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arxiv_agent_systems_research ยท Oct 21, 2026 ยท paper

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RoleFlow: Self-Evolving Multi-Role Agentic Collaboration via Structural Adaptation

arxiv.orgOct 21, 2026
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Large language model (LLM) based multi-agent systems often rely on predefined collaboration structures, limiting their adaptability to evolving task requirements. Although recent approaches enable dynamic orchestratio...

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